wrong colour for ps4 controller

I found by some magic of powering the ps4 up and signing in in the right order I could get into a game with red, blue, and green controllers in game to match the red, blue, and green lights on the controllers.

But the 4th controller lights up purple.  In game the icon is yellow!  How do I make the controller colour and icon colour match?